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Machine Learning is about designing algorithms that are able to make predictions
about data or extract knowledge from data. The aim of this course is to study
algorithms, underlying concepts, and theoretic principles that allow for algorithms
to automatically learn how to make predictions. The course focuses on selected "hot
topics" and their applications, which include: